Your model, your keys, your project
AI
workbench.
Molstudio does not sell AI. Instead, this page briefs whichever model you already use — local, Claude, ChatGPT, anything — on exactly how Steps documents work, and checks its reply before you take it to Studio.
Loading the briefing…
Step 1
Copy the briefing
One block of text: what Molstudio accepts (generated from the shipped pathways, so it is never stale), plus your starting point. Paste it into your AI with your instructions.
Step 2
Validate the reply
Paste your AI’s reply. The validator checks it against the vocabulary the shipped pathways actually use — structural problems block, unusual choices warn. Studio remains the final authority when it performs the document.
Connected over MCP
Drafts your AI sent
An AI connected through Molstudio’s MCP server can read your projects and send draft pathways here with its store_draft tool. Connect one with a personal token from your account page; the MCP address is https://emejbmoctjdqyiknvhbd.supabase.co/functions/v1/mcp.